diff --git a/src/transformers/models/bit/modeling_bit.py b/src/transformers/models/bit/modeling_bit.py
index e1d1fcda4101..3c7e4c57b2f1 100644
--- a/src/transformers/models/bit/modeling_bit.py
+++ b/src/transformers/models/bit/modeling_bit.py
@@ -870,8 +870,8 @@ def forward(
         >>> url = "http://images.cocodataset.org/val2017/000000039769.jpg"
         >>> image = Image.open(requests.get(url, stream=True).raw)
 
-        >>> processor = AutoImageProcessor.from_pretrained("google/resnetnv2-50")
-        >>> model = AutoBackbone.from_pretrained("google/resnetnv2-50")
+        >>> processor = AutoImageProcessor.from_pretrained("google/bit-50")
+        >>> model = AutoBackbone.from_pretrained("google/bit-50")
 
         >>> inputs = processor(image, return_tensors="pt")
         >>> outputs = model(**inputs)